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Informations du chercheur

Nom complet

DAROUICHI Aziz

Grade

PH

Spécialité

Mathématiques Appliquées et Informatique

Thématique de recherche

Artificial Intelligence, Data Science, Computer Vision and Image Processing, Medical Image Analysis and Biomedical, Healthcare and Precision Medicine, Bio-inspired Algorithms for AI, Cybersecurity, Remote Sensing

Laboratoire

Laboratoire d’Ingénierie Informatique et Systèmes

Établissement

Faculte des Sciences et Techniques Gueliz

Publications (15 au total)

Multimodal Brain Tumor Segmentation Approach Based on 3D U-Net Architecture

Auteur: Khaoula Echine, Aziz Darouichi

Revue: Advances in Science, Technology & Innovation

Année: 2026

DOI: 10.1007/978-3-031-97825-8_86

The Evolution of Medical Image Segmentation: From Traditional Encoder–Decoders to Transformer-Based UNETR

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Advances in Science, Technology & Innovation

Année: 2026

DOI: 10.1007/978-3-031-97825-8_94

Deep Discrete Representation Learning for Cytological Image Reconstruction with VQ-VAE and VQGAN

Auteur: Salma Oussahi, Aziz Darouichi, El Mahdi El Guarmah

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_14

Transformer-Based Fundus Screening: Swin-Tiny for Retinal Disease Classification

Auteur: Kawtar Naim, Aziz Darouichi

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_2

Enhanced Xception-Based Model for Binary Classification of Diabetic Retinopathy in Retinal Fundus Images

Auteur: Kawtar Naim, Aziz Darouichi

Revue: Lecture Notes in Information Systems and Organisation

Année: 2025

DOI: 10.1007/978-3-032-06725-8_35

An Efficient Deep Learning Approach based on 3D Res-UNet for Multimodal Brain Tumor Segmentation

Auteur: Khaoula Echine, Aziz DAROUICHI

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2786

Attention-Enhanced Deep Convolutional Denoising Autoencoder for Cervical Cancer Image Quality Improvement

Auteur: Salma OUSSAHI, Aziz DAROUICHI, El Mahdi EL GUARMAH

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2777

Deep Learning-Based Classification of Retinal Pathologies

Auteur: Kawtar NAIM, Aziz DAROUICHI

Revue: Statistics, Optimization & Information Computing

Année: 2025

DOI: 10.19139/soic-2310-5070-2767

Refining U-Net Architecture Through Genetic Algorithms for Improved Skin Lesion Image Segmentation

Auteur: Fouzia El Abassi, Aziz Darouichi, Aziz Ouaarab

Revue: Communications in Computer and Information Science

Année: 2025

DOI: 10.1007/978-3-031-82156-1_11

Communications (31 au total)

Investigating Loss Functions for Class Imbalance in the BraTS 23 Dataset

Manifestation: The 5th International Conference on Computer Science, Artificial Intelligence & Application (CSAIA’24)

Date: 2024-06-10

Organisation: CC-UCA Marrakech

Ocular Disease Classification from OCT Images Using Deep Learning

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Enhancing Medical Image Segmentation through Modified Genetic Algorithms

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Investigating Loss Functions for Class Imbalance in the BraTS 23 Dataset

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Detection and Classification of Cervical Cancer using Pap Smear Images: An overview

Manifestation: The 5th edition of the Journées Scientifiques Doctorales

Date: 2024-06-01

Organisation: EMSI Marrakech

Retinal Disease Classification Using AI: A novel CapsNet-VGG16 architecture

Manifestation: The international conference on connected innovation and technology X.0 & the smart healthcare international conference

Date: 2024-04-22

Organisation: ENSAM Rabat-Morocco

Instance Segmentation for MRI Brain Tumor Segmentation

Manifestation: 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: CIM-UCA-Marrakech

Enhancing Dermoscopic Image Segmentation through Transfer Learning: A Comparative Study

Manifestation: 4th International Conference on Applied Sciences & Computer Engineering (CASCE’23)

Date: 2023-11-30

Organisation: CIM-UCA-Marrakech

Medical Image Segmentation using Convolutional Neural Networks based Algorithms

Manifestation: International Workshop on Smart Systems and Artificial Intelligence (ISSAI'23)

Date: 2023-05-25

Organisation: Marrakesh-Morocco

Thèses (0 au total)

Aucune thèse disponible.